Financial

Institutional Equity Trade Execution Data — 890M Orders, Dark Pool + Lit Venues

Millisecond-resolution trade execution records from 6 dark pools and 4 lit exchanges. Includes order type, fill rate, slippage, time-in-force, and venue attribution. Used by quant funds for execution algorithm optimization and transaction cost analysis.

Auto Insurance Claims with Telematics — 2.4M Claims, Driving Behavior Profiles

Closed auto insurance claims matched with 90-day pre-accident telematics profiles (hard braking events, speed patterns, time-of-day usage, mileage). Includes claim amount, fault determination, vehicle details, and repair estimates. Built for usage-based insurance pricing and claims severity prediction.

Credit Card Transaction Patterns — 12M Cardholders, 2019-2026, PCI-DSS Anonymized

Anonymized transaction-level data from 12 million cardholders across retail, travel, dining, and subscription categories. Each record includes merchant category code, transaction amount bucket, time-of-day, and geohash (city-level). Built for fraud detection models, spend forecasting, and consumer segmentation.

Small Business Loan Applications — 1.8M Records with Underwriting Outcomes

Complete loan application records from SBA and commercial lenders including financials, credit scores, industry codes, loan amounts, and final approval/denial outcomes with stated reasons. Essential for credit risk modeling, alternative lending AI, and fair lending compliance testing.